[Rest] markets itself as a way to "unlock a new revenue stream"
with the help of a "robust algorithm" for detecting smoking.
Hotels where these sensors are installed rack up complaints and negative reviews, after Rest sensors register false positives - thereby unlocking that revenue stream for the hotels.
The awesome thing about black-box algorithms is they can't be challenged when they're wrong. And errors reliably favor the institution that manages (and profits from) them.
high_byte · 4h ago
"unlocking revenue stream" is wild way to say theft
No comments yet
consp · 4h ago
> The awesome thing about black-box algorithms is they can't be challenged when they're wrong. And errors reliably favor the institution that manages (and profits from) them.
Doesn't the US have false advertisement rules/scam prevention? Around here one person would have to fight this in court to tumble the whole thing down as there is no way Rest can prove it's claim is airtight (pun intended) due to simple statistics and physics (e.g. hair drying leaves burn particulates as well). I doubt it will even come this far as it's obviously a money making scheme over the customers back and acts in bad faith ("The sensor's don't make mistakes" is a claim to innocence where none is valid as almost everyone can smell). It's probably fine as an early detection agent but you'd have to actually check.
Also the charges are disproportionate to the beach of contract, unless they steam clean the room every time they claim the money. Which they obviously don't according to the "dirty room" comments.
gorbachev · 2h ago
Hotel guests are not buying the sensors. The hotels would probably have a claim due to this, but since they're "unlocking new revenue streams", they are probably not going to bother.
spondylosaurus · 4h ago
I scoured their website to look for any clues about how it might (allegedly) work and got a fat lot of nothing.
> Rest constantly monitors room air quality, using a proprietary algorithm to pinpoint any tobacco, marijuana, or nicotine presence.
So a smoke detector with an "algorithm" attached. Uh huh. How does that algorithm work?
> By analyzing various factors and patterns[...]
Some cutting edge shit here!
And as for accuracy, they don't even pretend to make promises about "99.99% success rates" or anything. This is the most detailed they get:
> Q: Is it accurate?
> A: Our sophisticated smoking detection algorithm has been tested for accuracy in real-world scenarios, backed by years of development, and tens of thousands of hours of rigorous testing and validation.
yjftsjthsd-h · 3h ago
> Our sophisticated smoking detection algorithm has been tested
I bet it’s also a rev share model. Hotel doesn’t pay for the device but revenue is shared. Like the traffic cameras where they shorten yellow light to durations that a car is incapable of stopping in time.
walterbell · 2h ago
Primitive contract asset tokenization. What other parts of the hotel-customer contract could become zero-capex financial instruments powered by ambiguous surveillance data, washed in health and safety?
Asset tokenization refers to the process of converting rights to a real-world asset into a digital token on a blockchain or distributed ledger. These tokens represent ownership, rights, or claims on tangible or intangible assets and can be traded or transferred on digital platforms.
> SEC.. considering changes that would promote tokenization, including an innovation exception that would allow for new trading methods and provide targeted relief to support the development of a tokenized securities ecosystem .. Atkins said the movement of assets onchain is inevitable, stating: “If it can be tokenized, it will be tokenized.”
stogot · 1h ago
I assume if it’s triggering on car exhaust or something from opening room windows
cpard · 2h ago
From their FAQ:
"Is it worth the investment?
Absolutely. Hotels equipped with Rest have seen an 84x increase in smoking fine collection. Plus, our smoking detection technology helps prevent damage to rooms and reduce a number of future violations."
Apparently there are way more people smoking than we thought there are or the sensor just generates a lot of false positives.
The language they are using all over the site is very interesting though, see here an example:
From how it works:
"Automatically charge
If smoking is detected, your staff gets notified, simplifying the process of charging smoking fees."
With a system with false positives, it makes total sense to use real time notifications to staff to go and check what's going on, that would be legit, but then on top saying that you automatically charge?
It almost feels like they are selling a way to fraud to their customers while covering themselves against any litigation by using the right copy in there to support that it's the responsibility of the Hotel staff to go and check in real time that the violation is actually happening.
rdtsc · 4h ago
> I asked Erik if the room needed to be cleaned [...] And he said it wasn't needing special cleaning so he offered me $250
Well that sort of says everything we'd want to know. They charged the customer $500, like they'll need to tear up the room and bring in a large team to clean everything. But they never bothered with that because they know it's a scam, and the company selling these knows exactly how their customers will use these.
Unsurprisingly, the customers just love this new technology and can't get enough of it:
> "Rest’s in-room smoking detection service has helped us capture a lucrative ancillary revenue stream while also improving our guest experience." Kirsten Snyder, Asset Manager, Woodbine
madaxe_again · 2h ago
Wait, woodbine? A hotel literally owned by/named after a cigarette brand? You literally couldn’t make this up.
clort · 2h ago
Largely a property development company, named after a geological feature "Woodbine Sand", in Texas
I'd refuse to pay the charge on check out. If they charged my card anyways I would demand a refund and inform the consumer protection agency, wait 30 days and issue the chargeback. Luckily these things work well in my nation.
sneak · 1h ago
AmEx used to be good about doing chargebacks generally, but they once sided with the merchant during covid when I was sold an impossible itinerary and cost me $2k.
Since then I realized that I won’t always be able to do a chargeback, and I am much more cautious with vendors.
jdenning · 3h ago
This seems like outright fraud - how can they charge a cleaning fee and then perform no cleaning?
octo888 · 3h ago
Just like how car rental companies can charge damage fees and not repair it (thus charging it multiple times for multiple customers!)
deanc · 2h ago
Time for the EU to legislate on this. Car rental companies should be required to provide a detailed report to the customer on the damage allowing the customer to challenge any potential cost estimation (with reason) that the rental car company provides. Then the rental companies should be required to prove to the customer the damage was fixed and provide the invoice.
octo888 · 13m ago
Careful what you wish for. What you may get in one hand they'll take in another. They're pulling other crap like cleaning fees for a grain or two of sand too. Should the EU our saviour protect us against that?
Plenty alternatives to renting a car in Europe. Hit them where it hertz. Take a punt on smaller companies that are competing with eg total all inclusive insurance. Yup they're a bit more expensive sometimes but can result in an better overall experience (there are lots of scammy local companies too)
deanc · 5m ago
This could all be covered under legislation. If the EU can finally get airlines to agree on hand luggage standardisation I’m fairly sure they could agree that any additional cleaning or repairs must come with receipts. This makes it a lot easier for CC disputes at that point.
yonatan8070 · 1h ago
Exactly my thinking. If I get this smoking charge but haven't smoked, I should be able to go to my credit card provider and tell them to get me my 500$ back
burnt-resistor · 3h ago
Or apartment managers charge a "cleaning fee" when it was already proven clean.
4b11b4 · 3h ago
This reminds me of Hertz new "AI" camera based damage detection... Although much less effort... This is the end. May progress have mercy on our souls.
octo888 · 3h ago
Knowing Hertz, the 360 degree camera scan still won't be proof that you didn't steal the vehicle from them
burnt-resistor · 3h ago
Hertz is a running joke meme on Steve Lehto's channel, an automotive Lemon Law lawyer Youtuber.
dawnerd · 3h ago
I bet Rest just uses a cheap voc sensor and triggers when a set threshold is hit. I doubt there's any algorithm involved.
amluto · 3h ago
Having played with an SGP41 (a current-gen VOC sensor), you cannot correctly do anything involving a threshold. The sensor has a couple of nasty properties, all well documented in the datasheet:
- It has a lot of low frequency noise (timescale of hours to days), so you need to do some sort of high pass filter.
- The responses to different VOC compounds don’t even necessarily have the same sign.
So the sensor gives you a “raw” reading that you are supposed to post-process with a specific algorithm to produce a “VOC index” that, under steady state conditions, is a constant irrespective of the actual VOC level. And then you look at it over time and it will go to a higher value to indicate something like “it’s probably stinkier now than it was half an hour ago”.
This, of course, cannot distinguish smoking from perfume or from anything else, nor is it even particularly reliable at indicating anything at all.
Modern PM2.5 meters are actually pretty good, although they struggle in high humidity conditions. But they still can’t distinguish smoking from other sources on fine particles.
jojobas · 2h ago
>some sort of high pass filter
Quite some algorithm you got there!
burnt-resistor · 3h ago
Yep. And these things trigger from things including hairspray, nail polish remover, nail polish, microwaved food, and more. I'm constantly watching "VOCs" on a cheapo Amazon AQM change whenever I cook.
jddj · 1h ago
Yeah, since 2023 or thereabouts all of these chips claim AI anyway.
amelius · 19m ago
Hanlon's razor doesn't cut it anymore.
chneu · 3h ago
Tire shops do this by siping your tires and then offering you a refund if you complain that you never wanted it. But they do it without asking to everyone and then charge $60 hoping nobody notices.
octo888 · 3h ago
Unbelievably brazen to not bother trying to push an upsell, and just charge it without authorisation. Crazy
Not about smoking but I recently stayed at a W hotel and was woken in the middle of the night by the room lights turning on. They used electronic push buttons and I turned them off. Seconds later they turned on again. This repeated several times until I was fully awake and called the front desk.
"We can come put tape on the sensors."
"What sensors?"
"There are sensors under the bed."
"Oh, so you already know about this problem but haven't fixed it. Thanks, please don't send anyone."
I then looked under the bed and sure enough there was a motion detector on each side. I removed these from their brackets and let them dangle facing the floor instead of outward. This blinded them and solved the problem. I guess they were malfunctioning or they were able to detect motion above the bed via reflections.
The next day I reported this to the front desk, who were unsympathetic and unhelpful. They told me it was for my own safety. Apparently at other hotels I have just been incredibly lucky not to have fallen down when getting out of bed.
I will not stay at a W hotel again unless I can confirm in advance that they do not have motion detectors under the bed which spuriously turn the lights on at night. Maybe I'll add Hyatt to the no-go list.
Ironic they have plenty of "hotel bad because smoke smell" and none of the "hotel bad because of fake smoke detection fine" testemonials on the site.
No comments yet
alanfranz · 2h ago
They also cover vaping. While smoking harms are clear and its impact on room smell is evident, the connection is pretty weak for vaping. Unless it’s a crowded bar with lots of vaping people, I can’t tell if somebody has previously used an e-cigarette or vaporized anything in a room, and generally speaking I don’t find such vapor disturbing (altough the smell can be not great).
yonatan8070 · 1h ago
I found that people vaping around me causes minor irritation in my eyes, and I also find the smell rather annoying, despite my sense of smell being rather weak.
I haven't noticed any long-term effects on rooms with frequent vaping though
Animats · 4h ago
Here's a "vape detector" with more explaination.[1]
It contains an air particulates detector and a CO2 detector, plus humidity, temperature, and noise and light sensors. They're probably looking for particulates and CO2 ramp up, hence the "algorithm". It's not clear how accurate this is, but it's not mysterious.
There's a version sold to schools that adds "bullying detector" capability. This adds detection of "keyword calls for help, loud sounds, and gunshots."
It sounds ludicrous to say out loud, but if you're staying in a Hyatt hotel, it's best not to take a hot shower until this issue is resolved. The steam from the showers tend to make these types of particle sensors go wild.
amluto · 2h ago
Even outdoors, humidity is a problem. Humidity turns little particles into bigger, soggier particles that give higher readings on optical sensors, which can rather inflate readings on cheap sensors in humid or foggy conditions. There’s a reason that the actual EPA particle counting standards involve drying the particles before measurement.
(RIP, EPA.)
leoedin · 1h ago
Why would CO2 be caused by vaping? And surely the amount of CO2 caused by a cigarette is dwarfed by the amount exhaled by a person?
abbadadda · 3h ago
This is a microcosm for enshittification writ large. If no one cares about your individual complaint you’re fucked. Only in numbers do consumers wield any power. The 48 Laws of Power says, “what is unseen counts for nothing.” So make it seen. Make bullshit like this visible. And vote with your dollars. Better yet sue the smoke detector company. Make them demonstrate their flawless false positive rate in court. Bullshit, grifting companies keep getting away with stuff like this because there are no consequences. Make them feel it where it hurts the most: their bank account.
ddingus · 1h ago
"enshittification writ large."
Good grief! We are actually going to have a shit list now:
Hertz, Hyatt are the first two entries in this historic development..
datahack · 2h ago
I have a startup idea for you my friend…
walterbell · 2h ago
Paging DoNotPay.com bots..
octo888 · 4h ago
Looks like hotels looked at the car rental industry and took a lot of inspiration.
A colleague experienced this but I don't recall where. But they were furious about it and it was a challenge to get resolved.
whycome · 4h ago
(Smoking) computer says no.
hotboxin · 4h ago
Looks like nothing a little duct tape couldn't handle.
nielsbot · 3h ago
Why should I have to waste my time and duct tape on their shitty scam? :) Easier to just never stay at a Hyatt.
burnt-resistor · 3h ago
Duct tape adhesives (including polyterpene resin) might register as VOCs. Now, if you duct taped a piece of absolutely clean aluminum foil to it, then that could be fine.
octo888 · 3h ago
"Fire Safety Device Interference Fee: $1,000"
bell-cot · 2h ago
IANAL - but might doing that sift the burden of proof, and force Hyatt to show that the Rest device met regulatory standards as a fire detector?
The awesome thing about black-box algorithms is they can't be challenged when they're wrong. And errors reliably favor the institution that manages (and profits from) them.
No comments yet
Doesn't the US have false advertisement rules/scam prevention? Around here one person would have to fight this in court to tumble the whole thing down as there is no way Rest can prove it's claim is airtight (pun intended) due to simple statistics and physics (e.g. hair drying leaves burn particulates as well). I doubt it will even come this far as it's obviously a money making scheme over the customers back and acts in bad faith ("The sensor's don't make mistakes" is a claim to innocence where none is valid as almost everyone can smell). It's probably fine as an early detection agent but you'd have to actually check.
Also the charges are disproportionate to the beach of contract, unless they steam clean the room every time they claim the money. Which they obviously don't according to the "dirty room" comments.
> Rest constantly monitors room air quality, using a proprietary algorithm to pinpoint any tobacco, marijuana, or nicotine presence.
So a smoke detector with an "algorithm" attached. Uh huh. How does that algorithm work?
> By analyzing various factors and patterns[...]
Some cutting edge shit here!
And as for accuracy, they don't even pretend to make promises about "99.99% success rates" or anything. This is the most detailed they get:
> Q: Is it accurate?
> A: Our sophisticated smoking detection algorithm has been tested for accuracy in real-world scenarios, backed by years of development, and tens of thousands of hours of rigorous testing and validation.
Okay, but what were the results? https://xkcd.com/1096/
https://m.youtube.com/watch?v=KONoeHwu2pg&t=50s
https://en.wikipedia.org/wiki/Asset_tokenization
https://cointelegraph.com/news/sec-tokenization-exemption-ge...> SEC.. considering changes that would promote tokenization, including an innovation exception that would allow for new trading methods and provide targeted relief to support the development of a tokenized securities ecosystem .. Atkins said the movement of assets onchain is inevitable, stating: “If it can be tokenized, it will be tokenized.”
Apparently there are way more people smoking than we thought there are or the sensor just generates a lot of false positives.
The language they are using all over the site is very interesting though, see here an example:
From how it works:
"Automatically charge
If smoking is detected, your staff gets notified, simplifying the process of charging smoking fees."
With a system with false positives, it makes total sense to use real time notifications to staff to go and check what's going on, that would be legit, but then on top saying that you automatically charge?
It almost feels like they are selling a way to fraud to their customers while covering themselves against any litigation by using the right copy in there to support that it's the responsibility of the Hotel staff to go and check in real time that the violation is actually happening.
Well that sort of says everything we'd want to know. They charged the customer $500, like they'll need to tear up the room and bring in a large team to clean everything. But they never bothered with that because they know it's a scam, and the company selling these knows exactly how their customers will use these.
Unsurprisingly, the customers just love this new technology and can't get enough of it:
(review from https://www.restsensor.com)
> "Rest’s in-room smoking detection service has helped us capture a lucrative ancillary revenue stream while also improving our guest experience." Kirsten Snyder, Asset Manager, Woodbine
[1] https://woodbinedevelopment.com/woodbinedevelopment.com/our-...
Since then I realized that I won’t always be able to do a chargeback, and I am much more cautious with vendors.
Plenty alternatives to renting a car in Europe. Hit them where it hertz. Take a punt on smaller companies that are competing with eg total all inclusive insurance. Yup they're a bit more expensive sometimes but can result in an better overall experience (there are lots of scammy local companies too)
- It has a lot of low frequency noise (timescale of hours to days), so you need to do some sort of high pass filter.
- The responses to different VOC compounds don’t even necessarily have the same sign.
So the sensor gives you a “raw” reading that you are supposed to post-process with a specific algorithm to produce a “VOC index” that, under steady state conditions, is a constant irrespective of the actual VOC level. And then you look at it over time and it will go to a higher value to indicate something like “it’s probably stinkier now than it was half an hour ago”.
This, of course, cannot distinguish smoking from perfume or from anything else, nor is it even particularly reliable at indicating anything at all.
Modern PM2.5 meters are actually pretty good, although they struggle in high humidity conditions. But they still can’t distinguish smoking from other sources on fine particles.
Quite some algorithm you got there!
https://en.wikipedia.org/wiki/Siping_(rubber)
"We can come put tape on the sensors."
"What sensors?"
"There are sensors under the bed."
"Oh, so you already know about this problem but haven't fixed it. Thanks, please don't send anyone."
I then looked under the bed and sure enough there was a motion detector on each side. I removed these from their brackets and let them dangle facing the floor instead of outward. This blinded them and solved the problem. I guess they were malfunctioning or they were able to detect motion above the bed via reflections.
The next day I reported this to the front desk, who were unsympathetic and unhelpful. They told me it was for my own safety. Apparently at other hotels I have just been incredibly lucky not to have fallen down when getting out of bed.
I will not stay at a W hotel again unless I can confirm in advance that they do not have motion detectors under the bed which spuriously turn the lights on at night. Maybe I'll add Hyatt to the no-go list.
No comments yet
I haven't noticed any long-term effects on rooms with frequent vaping though
It contains an air particulates detector and a CO2 detector, plus humidity, temperature, and noise and light sensors. They're probably looking for particulates and CO2 ramp up, hence the "algorithm". It's not clear how accurate this is, but it's not mysterious.
There's a version sold to schools that adds "bullying detector" capability. This adds detection of "keyword calls for help, loud sounds, and gunshots."
[1] https://fobsin.com/products/mountable-air-quality-vape-detec...
(RIP, EPA.)
Good grief! We are actually going to have a shit list now:
Hertz, Hyatt are the first two entries in this historic development..